A Dataset and Baselines for Multilingual Reply Suggestion
Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
ACL-IJCNLP 2021 | July 2021
Publications
Publications
Publications by Year
-
A Survey of Race, Racism, and Anti-Racism in NLP
Anjalie Field, Su Lin Blodgett, Zeerak Waseem, Yulia Tsvetkov
ACL-IJCNLP 2021 | July 2021
Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains
Yunzhi Yao, Shaohan Huang, Wenhui Wang, Li Dong, Furu Wei
ACL-IJCNLP 2021 | July 2021
ADEPT: An Adjective-Dependent Plausibility Task
Ali Emami, Ian Porada, Alexandra Olteanu, Kaheer Suleman, Adam Trischler, Jackie Chi Kit Cheung
ACL-IJCNLP 2021 | August 2021
AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER
Weile Chen, Huiqiang Jiang, Qianhui Wu, Börje F. Karlsson, Yi Guan
59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) | August 2021
An Empirical Study on Hyperparameter Optimization for Fine-Tuning Pre-trained Language Models
Xueqing Liu, Chi Wang
ACL-IJCNLP 2021 | August 2021
An Improved Model for Voicing Silent Speech
David Gaddy, Dan Klein
ACL-IJCNLP 2021 | July 2021
Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level
Ruiqi Zhong, Dhruba Ghosh, Dan Klein, Jacob Steinhardt
ACL-IJCNLP 2021 | May 2021
Automatic Document Sketching: Generating Drafts from Analogous Texts
Zeqiu Wu, Michel Galley, Chris Brockett, Yizhe Zhang, Bill Dolan
ACL-IJCNLP 2021 | May 2021
Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents
Rui Meng, Khushboo Thaker, Lei Zhang, Yue Dong, Xingdi Yuan, Tong Wang, Daqing He
ACL-IJCNLP 2021 | May 2021
CHASE: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL
Jiaqi GUO, Ziliang Si, Yu WANG, Qian LIU, Ming FAN, Jian-Guang Lou, Zijiang YANG, Ting LIU
ACL-IJCNLP 2021 | July 2021
Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding
Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Siqi Sun, Yuwei Fang, Yu Cheng, Jingjing Liu
ACL-IJCNLP 2021 | August 2021
Consistency Regularization for Cross-Lingual Fine-Tuning
Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
ACL-IJCNLP 2021 | June 2021
Constructing Flow Graphs from Procedural Cybersecurity Texts
Kuntal Kumar Pal, Kazuaki Kashihara, Pratyay Banerjee, Swaroop Mishra, Ruoyu Wang, Chitta Baral
ACL-IJCNLP 2021 | May 2021
ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining
Alexander R. Fabbri, Faiaz Rahman, Imad Rizvi, Borui Wang, Haoran Li, Yashar Mehdad, Dragomir Radev
ACL-IJCNLP 2021 | May 2021
CoSQA: 20,000+ Web Queries for Code Search and Question Answering
Junjie Huang, Duyu Tang, Linjun Shou (寿林钧), Ming Gong (YIMING), Ke Xu, Daxin Jiang (姜大昕), Ming Zhou, Nan Duan
ACL-IJCNLP 2021 | May 2021
DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling
Lanqing Xue, Kaitao Song, Duocai Wu, Xu Tan, Nevin L. Zhang, Tao Qin, Wei-Qiang Zhang, Tie-Yan Liu
ACL-IJCNLP 2021 | July 2021
EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets
Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Atlas Wang, Jingjing Liu
ACL-IJCNLP 2021 | August 2021
End-to-End NLP Knowledge Graph Construction
Ishani Mondal, Yufang Hou, Charles Jochim
ACL-IJCNLP 2021 | June 2021
FastSeq: Make Sequence Generation Faster
Yu Yan, Fei Hu, Jiusheng Chen, Nikhil Bhendawade, Ting Ye, Yeyun Gong, Nan Duan, Desheng Cui, Bingyu Chi, Ruofei Zhang
2021 Meeting of the Association for Computational Linguistics | August 2021
GEM: A General Evaluation Benchmark for Multimodal Tasks
Lin Su, Nan Duan, Edward Cui, Lei Ji, Chenfei Wu, Huaishao Luo, Yongfei Liu, Ming Zhong, Taroon Bharti, Arun Sacheti
ACL-IJCNLP 2021 | July 2021
Go-Figure: A Meta Evaluation of Factuality in Summarization
Saadia Gabriel, Asli Celikyilmaz, Rahul Jha, Yejin Choi, Jianfeng Gao
ACL-IJCNLP 2021 | August 2021
Grammar-Based Patches Generation for Automated Program Repair
Yu Tang, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Muyun Yang
ACL-IJCNLP 2021 | July 2021
Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling
Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang
ACL-IJCNLP 2021 | June 2021
HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation
Tao Qi, Fangzhao Wu, Chuhan Wu, Peiru Yang, Yang Yu, Xing Xie, Yongfeng Huang
ACL-IJCNLP 2021 | June 2021
How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation?
Weijia Xu, Shuming Ma, Dongdong Zhang, Marine Carpuat
ACL-IJCNLP 2021 | May 2021
Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment
Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei
ACL-IJCNLP 2021 | June 2021
Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding
Xin Sun, Tao Ge, Furu Wei, Houfeng Wang
ACL-IJCNLP 2021 | June 2021
Issues with Entailment-based Zero-shot Text Classification
Tingting Ma, Jin-Ge Yao, Chin-Yew Lin, Tiejun Zhao
ACL-IJCNLP 2021 | August 2021
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters
Ruize Wang, Duyu Tang, Nan Duan, zhongyu wei, Xuanjing Huang, Jianshu Ji, Guihong Cao, Daxin Jiang (姜大昕), Ming Zhou
ACL-IJCNLP 2021 | July 2021
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers
Chia-Hsuan Lee, Alex Polozov, Matthew Richardson
ACL-IJCNLP 2021 | August 2021
Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text
Philippe Laban, Tobias Schnabel, Paul Bennett, Marti A. Hearst
ACL-IJCNLP 2021 | July 2021
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding
Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou
ACL-IJCNLP 2021 | January 2021
Learning Algebraic Recombination for Compositional Generalization
Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang
ACL-IJCNLP 2021 (findings) | July 2021
Learning to Sample Replacements for ELECTRA Pre-Training
Yaru Hao, Li Dong, Hangbo Bao, Ke Xu, Furu Wei
ACL-IJCNLP 2021 | June 2021
Memory-Efficient Differentiable Transformer Architecture Search
Yuekai Zhao, Li Dong, Yelong Shen, Zhihua Zhang, Furu Wei, Wei Chen
ACL-IJCNLP 2021 | May 2021
Multilingual Agreement for Multilingual Neural Machine Translation
Jian Yang, Yuwei Yin, Shuming Ma, Haoyang Huang, Dongdong Zhang, Zhoujun Li, Furu Wei
July 2021
MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training
Mingliang Zeng, Xu Tan, Rui Wang, Zeqian Ju, Tao Qin, Tie-Yan Liu
ACL-IJCNLP 2021 | June 2021
On Commonsense Cues in BERT for Solving Commonsense Tasks
Leyang Cui, Sijie Cheng, Yu Wu, Yue Zhang
ACL-IJCNLP 2021 | June 2021
One Teacher is Enough? Pre-trained Language Model Distillation from Multiple Teachers
Chuhan Wu, Fangzhao Wu, Yongfeng Huang
ACL-IJCNLP 2021 | June 2021
PENS: A Dataset and Generic Framework for Personalized News Headline Generation
Xiang Ao, Xiting Wang, Ling Luo, Ying Qiao, Qing He, Xing Xie
The Annual Meeting of the Association for Computational Linguistics (ACL) | August 2021
PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity
Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang
ACL-IJCNLP 2021 | June 2021
ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation
Weizhen Qi, Yeyun Gong, Yu Yan, Can Xu, Bolun Yao, Bartuer Zhou, Biao Cheng, Daxin Jiang (姜大昕), Jiusheng Chen, Ruofei Zhang, Houqiang Li, Nan Duan
2021 Meeting of the Association for Computational Linguistics | August 2021
RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems
Baolin Peng, Chunyuan Li, Zhu Zhang, Chenguang Zhu, Jinchao Li, Jianfeng Gao
ACL-IJCNLP 2021 | August 2021
ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering
Shuang Chen, Qian Liu, Zhiwei Yu, Chin-Yew Lin, Jian-Guang Lou, Feng Jiang
ACL-IJCNLP 2021 (Demo Track) | August 2021
Retrieval Enhanced Model for Commonsense Generation
Han Wang, Yang Liu, Chenguang Zhu, Linjun Shou (寿林钧), Ming Gong (YIMING), Yichong Xu, Michael Zeng
ACL-IJCNLP 2021 | August 2021
Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network
Justin Lovelace, Denis Newman-Griffis, Shikhar Vashishth, Jill Fain Lehman, Carolyn Penstein Rosé
ACL-IJCNLP 2021 | June 2021
SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues
Liang Qiu, Yuan Liang, Yizhou Zhao, Pan Lu, Baolin Peng, Zhou Yu, Ying Nian Wu, Song-Chun Zhu
ACL-IJCNLP 2021 | June 2021
Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets
Su Lin Blodgett, Gilsinia Lopez, Alexandra Olteanu, Robert Sim, Hanna Wallach
ACL-IJCNLP 2021 | August 2021
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization
Chen Liang, Simiao Zuo, Minshuo Chen, Haoming Jiang, Xiaodong Liu, Pengcheng He, Tuo Zhao, Wei Chen
ACL-IJCNLP 2021 | May 2021
Template-Based Named Entity Recognition Using BART
Leyang Cui, Yu Wu, Jian Liu, Sen Yang, Yue Zhang
ACL-IJCNLP 2021 | June 2021
Use of Formal Ethical Reviews in NLP Literature: Historical Trends and Current Practices
Sebastin Santy, Anku Rani, Monojit Choudhury
ACL-IJCNLP 2021 | June 2021
Value-Agnostic Conversational Semantic Parsing
Emmanouil Antonios Platanios, Adam Pauls, Subhro Roy, Yuchen Zhang, Alexander Kyte, Alan Guo, Sam Thomson, Jayant Krishnamurthy, Jason Wolfe, Jacob Andreas, Dan Klein
ACL-IJCNLP 2021 | August 2021
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Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision
Si Sun, Yingzhuo Qian, Zhenghao Liu, Chenyan Xiong, Kaitao Zhang, Jie Bao, Zhiyuan Liu, Paul Bennett
ACL-IJCNLP 2021 | December 2020
Fusing Context Into Knowledge Graph for Commonsense Question Answering
Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang
ACL-IJCNLP 2021 | December 2020
Generation-Augmented Retrieval for Open-domain Question Answering
Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Wei Chen
ACL-IJCNLP 2021 | September 2020
GLGE: A New General Language Generation Evaluation Benchmark
Dayiheng Liu, Yu Yan, Yeyun Gong, Weizhen Qi, Hang Zhang, Jian Jiao, Wei Chen, Jie Fu, Linjun Shou, Ming Gong (YIMING), Pengcheng Wang, Jiusheng Chen, Daxin Jiang (姜大昕), Jiancheng Lv, Ruofei Zhang, Winnie Wu, Ming Zhou, Nan Duan
ACL-IJCNLP 2021 | November 2020
MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing Pretrained Transformers
Wenhui Wang, Hangbo Bao, Shaohan Huang, Li Dong, Furu Wei
ACL-IJCNLP 2021 | December 2020
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models
Tongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer, Daniel S. Weld
ACL-IJCNLP 2021 | December 2020
Reader-Guided Passage Reranking for Open-Domain Question Answering
Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Wei Chen
ACL-IJCNLP 2021 | December 2020
Syntax-Enhanced Pre-trained Model
Zenan Xu, Daya Guo, Duyu Tang, Qinliang Su, Linjun Shou, Ming Gong (YIMING), Wanjun Zhong, Xiaojun Quan, Nan Duan, Daxin Jiang (姜大昕)
ACL-IJCNLP 2021 | December 2020
UnitedQA: A Hybrid Approach for Open Domain Question Answering
Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Wei Chen, Jianfeng Gao
ACL-IJCNLP 2021 | December 2020
Publications by Research Area
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Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization
Chen Liang, Simiao Zuo, Minshuo Chen, Haoming Jiang, Xiaodong Liu, Pengcheng He, Tuo Zhao, Wei Chen
ACL-IJCNLP 2021 | May 2021
-
A Survey of Race, Racism, and Anti-Racism in NLP
Anjalie Field, Su Lin Blodgett, Zeerak Waseem, Yulia Tsvetkov
ACL-IJCNLP 2021 | July 2021
Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains
Yunzhi Yao, Shaohan Huang, Wenhui Wang, Li Dong, Furu Wei
ACL-IJCNLP 2021 | July 2021
ADEPT: An Adjective-Dependent Plausibility Task
Ali Emami, Ian Porada, Alexandra Olteanu, Kaheer Suleman, Adam Trischler, Jackie Chi Kit Cheung
ACL-IJCNLP 2021 | August 2021
AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER
Weile Chen, Huiqiang Jiang, Qianhui Wu, Börje F. Karlsson, Yi Guan
59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) | August 2021
An Improved Model for Voicing Silent Speech
David Gaddy, Dan Klein
ACL-IJCNLP 2021 | July 2021
Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level
Ruiqi Zhong, Dhruba Ghosh, Dan Klein, Jacob Steinhardt
ACL-IJCNLP 2021 | May 2021
Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents
Rui Meng, Khushboo Thaker, Lei Zhang, Yue Dong, Xingdi Yuan, Tong Wang, Daqing He
ACL-IJCNLP 2021 | May 2021
CHASE: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL
Jiaqi GUO, Ziliang Si, Yu WANG, Qian LIU, Ming FAN, Jian-Guang Lou, Zijiang YANG, Ting LIU
ACL-IJCNLP 2021 | July 2021
Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding
Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Siqi Sun, Yuwei Fang, Yu Cheng, Jingjing Liu
ACL-IJCNLP 2021 | August 2021
Consistency Regularization for Cross-Lingual Fine-Tuning
Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
ACL-IJCNLP 2021 | June 2021
Constructing Flow Graphs from Procedural Cybersecurity Texts
Kuntal Kumar Pal, Kazuaki Kashihara, Pratyay Banerjee, Swaroop Mishra, Ruoyu Wang, Chitta Baral
ACL-IJCNLP 2021 | May 2021
CoSQA: 20,000+ Web Queries for Code Search and Question Answering
Junjie Huang, Duyu Tang, Linjun Shou (寿林钧), Ming Gong (YIMING), Ke Xu, Daxin Jiang (姜大昕), Ming Zhou, Nan Duan
ACL-IJCNLP 2021 | May 2021
DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling
Lanqing Xue, Kaitao Song, Duocai Wu, Xu Tan, Nevin L. Zhang, Tao Qin, Wei-Qiang Zhang, Tie-Yan Liu
ACL-IJCNLP 2021 | July 2021
EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets
Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Atlas Wang, Jingjing Liu
ACL-IJCNLP 2021 | August 2021
End-to-End NLP Knowledge Graph Construction
Ishani Mondal, Yufang Hou, Charles Jochim
ACL-IJCNLP 2021 | June 2021
FastSeq: Make Sequence Generation Faster
Yu Yan, Fei Hu, Jiusheng Chen, Nikhil Bhendawade, Ting Ye, Yeyun Gong, Nan Duan, Desheng Cui, Bingyu Chi, Ruofei Zhang
2021 Meeting of the Association for Computational Linguistics | August 2021
Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision
Si Sun, Yingzhuo Qian, Zhenghao Liu, Chenyan Xiong, Kaitao Zhang, Jie Bao, Zhiyuan Liu, Paul Bennett
ACL-IJCNLP 2021 | December 2020
Fusing Context Into Knowledge Graph for Commonsense Question Answering
Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang
ACL-IJCNLP 2021 | December 2020
GEM: A General Evaluation Benchmark for Multimodal Tasks
Lin Su, Nan Duan, Edward Cui, Lei Ji, Chenfei Wu, Huaishao Luo, Yongfei Liu, Ming Zhong, Taroon Bharti, Arun Sacheti
ACL-IJCNLP 2021 | July 2021
GLGE: A New General Language Generation Evaluation Benchmark
Dayiheng Liu, Yu Yan, Yeyun Gong, Weizhen Qi, Hang Zhang, Jian Jiao, Wei Chen, Jie Fu, Linjun Shou, Ming Gong (YIMING), Pengcheng Wang, Jiusheng Chen, Daxin Jiang (姜大昕), Jiancheng Lv, Ruofei Zhang, Winnie Wu, Ming Zhou, Nan Duan
ACL-IJCNLP 2021 | November 2020
Go-Figure: A Meta Evaluation of Factuality in Summarization
Saadia Gabriel, Asli Celikyilmaz, Rahul Jha, Yejin Choi, Jianfeng Gao
ACL-IJCNLP 2021 | August 2021
Grammar-Based Patches Generation for Automated Program Repair
Yu Tang, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Muyun Yang
ACL-IJCNLP 2021 | July 2021
Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling
Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang
ACL-IJCNLP 2021 | June 2021
HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation
Tao Qi, Fangzhao Wu, Chuhan Wu, Peiru Yang, Yang Yu, Xing Xie, Yongfeng Huang
ACL-IJCNLP 2021 | June 2021
How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation?
Weijia Xu, Shuming Ma, Dongdong Zhang, Marine Carpuat
ACL-IJCNLP 2021 | May 2021
Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment
Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei
ACL-IJCNLP 2021 | June 2021
Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding
Xin Sun, Tao Ge, Furu Wei, Houfeng Wang
ACL-IJCNLP 2021 | June 2021
Issues with Entailment-based Zero-shot Text Classification
Tingting Ma, Jin-Ge Yao, Chin-Yew Lin, Tiejun Zhao
ACL-IJCNLP 2021 | August 2021
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters
Ruize Wang, Duyu Tang, Nan Duan, zhongyu wei, Xuanjing Huang, Jianshu Ji, Guihong Cao, Daxin Jiang (姜大昕), Ming Zhou
ACL-IJCNLP 2021 | July 2021
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers
Chia-Hsuan Lee, Alex Polozov, Matthew Richardson
ACL-IJCNLP 2021 | August 2021
Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text
Philippe Laban, Tobias Schnabel, Paul Bennett, Marti A. Hearst
ACL-IJCNLP 2021 | July 2021
Learning Algebraic Recombination for Compositional Generalization
Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang
ACL-IJCNLP 2021 (findings) | July 2021
Learning to Sample Replacements for ELECTRA Pre-Training
Yaru Hao, Li Dong, Hangbo Bao, Ke Xu, Furu Wei
ACL-IJCNLP 2021 | June 2021
Memory-Efficient Differentiable Transformer Architecture Search
Yuekai Zhao, Li Dong, Yelong Shen, Zhihua Zhang, Furu Wei, Wei Chen
ACL-IJCNLP 2021 | May 2021
MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing Pretrained Transformers
Wenhui Wang, Hangbo Bao, Shaohan Huang, Li Dong, Furu Wei
ACL-IJCNLP 2021 | December 2020
Multilingual Agreement for Multilingual Neural Machine Translation
Jian Yang, Yuwei Yin, Shuming Ma, Haoyang Huang, Dongdong Zhang, Zhoujun Li, Furu Wei
July 2021
MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training
Mingliang Zeng, Xu Tan, Rui Wang, Zeqian Ju, Tao Qin, Tie-Yan Liu
ACL-IJCNLP 2021 | June 2021
On Commonsense Cues in BERT for Solving Commonsense Tasks
Leyang Cui, Sijie Cheng, Yu Wu, Yue Zhang
ACL-IJCNLP 2021 | June 2021
One Teacher is Enough? Pre-trained Language Model Distillation from Multiple Teachers
Chuhan Wu, Fangzhao Wu, Yongfeng Huang
ACL-IJCNLP 2021 | June 2021
PENS: A Dataset and Generic Framework for Personalized News Headline Generation
Xiang Ao, Xiting Wang, Ling Luo, Ying Qiao, Qing He, Xing Xie
The Annual Meeting of the Association for Computational Linguistics (ACL) | August 2021
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models
Tongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer, Daniel S. Weld
ACL-IJCNLP 2021 | December 2020
PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity
Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang
ACL-IJCNLP 2021 | June 2021
ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation
Weizhen Qi, Yeyun Gong, Yu Yan, Can Xu, Bolun Yao, Bartuer Zhou, Biao Cheng, Daxin Jiang (姜大昕), Jiusheng Chen, Ruofei Zhang, Houqiang Li, Nan Duan
2021 Meeting of the Association for Computational Linguistics | August 2021
RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems
Baolin Peng, Chunyuan Li, Zhu Zhang, Chenguang Zhu, Jinchao Li, Jianfeng Gao
ACL-IJCNLP 2021 | August 2021
Reader-Guided Passage Reranking for Open-Domain Question Answering
Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Wei Chen
ACL-IJCNLP 2021 | December 2020
ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering
Shuang Chen, Qian Liu, Zhiwei Yu, Chin-Yew Lin, Jian-Guang Lou, Feng Jiang
ACL-IJCNLP 2021 (Demo Track) | August 2021
Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network
Justin Lovelace, Denis Newman-Griffis, Shikhar Vashishth, Jill Fain Lehman, Carolyn Penstein Rosé
ACL-IJCNLP 2021 | June 2021
SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues
Liang Qiu, Yuan Liang, Yizhou Zhao, Pan Lu, Baolin Peng, Zhou Yu, Ying Nian Wu, Song-Chun Zhu
ACL-IJCNLP 2021 | June 2021
Syntax-Enhanced Pre-trained Model
Zenan Xu, Daya Guo, Duyu Tang, Qinliang Su, Linjun Shou, Ming Gong (YIMING), Wanjun Zhong, Xiaojun Quan, Nan Duan, Daxin Jiang (姜大昕)
ACL-IJCNLP 2021 | December 2020
Template-Based Named Entity Recognition Using BART
Leyang Cui, Yu Wu, Jian Liu, Sen Yang, Yue Zhang
ACL-IJCNLP 2021 | June 2021
UnitedQA: A Hybrid Approach for Open Domain Question Answering
Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Wei Chen, Jianfeng Gao
ACL-IJCNLP 2021 | December 2020
Use of Formal Ethical Reviews in NLP Literature: Historical Trends and Current Practices
Sebastin Santy, Anku Rani, Monojit Choudhury
ACL-IJCNLP 2021 | June 2021
Value-Agnostic Conversational Semantic Parsing
Emmanouil Antonios Platanios, Adam Pauls, Subhro Roy, Yuchen Zhang, Alexander Kyte, Alan Guo, Sam Thomson, Jayant Krishnamurthy, Jason Wolfe, Jacob Andreas, Dan Klein
ACL-IJCNLP 2021 | August 2021
-
An Improved Model for Voicing Silent Speech
David Gaddy, Dan Klein
ACL-IJCNLP 2021 | July 2021
-
GEM: A General Evaluation Benchmark for Multimodal Tasks
Lin Su, Nan Duan, Edward Cui, Lei Ji, Chenfei Wu, Huaishao Luo, Yongfei Liu, Ming Zhong, Taroon Bharti, Arun Sacheti
ACL-IJCNLP 2021 | July 2021
-
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers
Chia-Hsuan Lee, Alex Polozov, Matthew Richardson
ACL-IJCNLP 2021 | August 2021
PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity
Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang
ACL-IJCNLP 2021 | June 2021
-
GEM: A General Evaluation Benchmark for Multimodal Tasks
Lin Su, Nan Duan, Edward Cui, Lei Ji, Chenfei Wu, Huaishao Luo, Yongfei Liu, Ming Zhong, Taroon Bharti, Arun Sacheti
ACL-IJCNLP 2021 | July 2021
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A Dataset and Baselines for Multilingual Reply Suggestion
Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
ACL-IJCNLP 2021 | July 2021
A Survey of Race, Racism, and Anti-Racism in NLP
Anjalie Field, Su Lin Blodgett, Zeerak Waseem, Yulia Tsvetkov
ACL-IJCNLP 2021 | July 2021
AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER
Weile Chen, Huiqiang Jiang, Qianhui Wu, Börje F. Karlsson, Yi Guan
59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) | August 2021
An Empirical Study on Hyperparameter Optimization for Fine-Tuning Pre-trained Language Models
Xueqing Liu, Chi Wang
ACL-IJCNLP 2021 | August 2021
An Improved Model for Voicing Silent Speech
David Gaddy, Dan Klein
ACL-IJCNLP 2021 | July 2021
Automatic Document Sketching: Generating Drafts from Analogous Texts
Zeqiu Wu, Michel Galley, Chris Brockett, Yizhe Zhang, Bill Dolan
ACL-IJCNLP 2021 | May 2021
Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents
Rui Meng, Khushboo Thaker, Lei Zhang, Yue Dong, Xingdi Yuan, Tong Wang, Daqing He
ACL-IJCNLP 2021 | May 2021
Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding
Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Siqi Sun, Yuwei Fang, Yu Cheng, Jingjing Liu
ACL-IJCNLP 2021 | August 2021
Constructing Flow Graphs from Procedural Cybersecurity Texts
Kuntal Kumar Pal, Kazuaki Kashihara, Pratyay Banerjee, Swaroop Mishra, Ruoyu Wang, Chitta Baral
ACL-IJCNLP 2021 | May 2021
ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining
Alexander R. Fabbri, Faiaz Rahman, Imad Rizvi, Borui Wang, Haoran Li, Yashar Mehdad, Dragomir Radev
ACL-IJCNLP 2021 | May 2021
CoSQA: 20,000+ Web Queries for Code Search and Question Answering
Junjie Huang, Duyu Tang, Linjun Shou (寿林钧), Ming Gong (YIMING), Ke Xu, Daxin Jiang (姜大昕), Ming Zhou, Nan Duan
ACL-IJCNLP 2021 | May 2021
DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling
Lanqing Xue, Kaitao Song, Duocai Wu, Xu Tan, Nevin L. Zhang, Tao Qin, Wei-Qiang Zhang, Tie-Yan Liu
ACL-IJCNLP 2021 | July 2021
EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets
Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Atlas Wang, Jingjing Liu
ACL-IJCNLP 2021 | August 2021
End-to-End NLP Knowledge Graph Construction
Ishani Mondal, Yufang Hou, Charles Jochim
ACL-IJCNLP 2021 | June 2021
FastSeq: Make Sequence Generation Faster
Yu Yan, Fei Hu, Jiusheng Chen, Nikhil Bhendawade, Ting Ye, Yeyun Gong, Nan Duan, Desheng Cui, Bingyu Chi, Ruofei Zhang
2021 Meeting of the Association for Computational Linguistics | August 2021
Fusing Context Into Knowledge Graph for Commonsense Question Answering
Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang
ACL-IJCNLP 2021 | December 2020
GEM: A General Evaluation Benchmark for Multimodal Tasks
Lin Su, Nan Duan, Edward Cui, Lei Ji, Chenfei Wu, Huaishao Luo, Yongfei Liu, Ming Zhong, Taroon Bharti, Arun Sacheti
ACL-IJCNLP 2021 | July 2021
Generation-Augmented Retrieval for Open-domain Question Answering
Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Wei Chen
ACL-IJCNLP 2021 | September 2020
GLGE: A New General Language Generation Evaluation Benchmark
Dayiheng Liu, Yu Yan, Yeyun Gong, Weizhen Qi, Hang Zhang, Jian Jiao, Wei Chen, Jie Fu, Linjun Shou, Ming Gong (YIMING), Pengcheng Wang, Jiusheng Chen, Daxin Jiang (姜大昕), Jiancheng Lv, Ruofei Zhang, Winnie Wu, Ming Zhou, Nan Duan
ACL-IJCNLP 2021 | November 2020
Go-Figure: A Meta Evaluation of Factuality in Summarization
Saadia Gabriel, Asli Celikyilmaz, Rahul Jha, Yejin Choi, Jianfeng Gao
ACL-IJCNLP 2021 | August 2021
Grammar-Based Patches Generation for Automated Program Repair
Yu Tang, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Muyun Yang
ACL-IJCNLP 2021 | July 2021
Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling
Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang
ACL-IJCNLP 2021 | June 2021
How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation?
Weijia Xu, Shuming Ma, Dongdong Zhang, Marine Carpuat
ACL-IJCNLP 2021 | May 2021
Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment
Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei
ACL-IJCNLP 2021 | June 2021
Issues with Entailment-based Zero-shot Text Classification
Tingting Ma, Jin-Ge Yao, Chin-Yew Lin, Tiejun Zhao
ACL-IJCNLP 2021 | August 2021
Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text
Philippe Laban, Tobias Schnabel, Paul Bennett, Marti A. Hearst
ACL-IJCNLP 2021 | July 2021
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding
Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou
ACL-IJCNLP 2021 | January 2021
Learning Algebraic Recombination for Compositional Generalization
Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang
ACL-IJCNLP 2021 (findings) | July 2021
Learning to Sample Replacements for ELECTRA Pre-Training
Yaru Hao, Li Dong, Hangbo Bao, Ke Xu, Furu Wei
ACL-IJCNLP 2021 | June 2021
One Teacher is Enough? Pre-trained Language Model Distillation from Multiple Teachers
Chuhan Wu, Fangzhao Wu, Yongfeng Huang
ACL-IJCNLP 2021 | June 2021
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models
Tongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer, Daniel S. Weld
ACL-IJCNLP 2021 | December 2020
PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity
Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang
ACL-IJCNLP 2021 | June 2021
ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation
Weizhen Qi, Yeyun Gong, Yu Yan, Can Xu, Bolun Yao, Bartuer Zhou, Biao Cheng, Daxin Jiang (姜大昕), Jiusheng Chen, Ruofei Zhang, Houqiang Li, Nan Duan
2021 Meeting of the Association for Computational Linguistics | August 2021
Reader-Guided Passage Reranking for Open-Domain Question Answering
Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Wei Chen
ACL-IJCNLP 2021 | December 2020
ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering
Shuang Chen, Qian Liu, Zhiwei Yu, Chin-Yew Lin, Jian-Guang Lou, Feng Jiang
ACL-IJCNLP 2021 (Demo Track) | August 2021
Retrieval Enhanced Model for Commonsense Generation
Han Wang, Yang Liu, Chenguang Zhu, Linjun Shou (寿林钧), Ming Gong (YIMING), Yichong Xu, Michael Zeng
ACL-IJCNLP 2021 | August 2021
Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network
Justin Lovelace, Denis Newman-Griffis, Shikhar Vashishth, Jill Fain Lehman, Carolyn Penstein Rosé
ACL-IJCNLP 2021 | June 2021
SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues
Liang Qiu, Yuan Liang, Yizhou Zhao, Pan Lu, Baolin Peng, Zhou Yu, Ying Nian Wu, Song-Chun Zhu
ACL-IJCNLP 2021 | June 2021
Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets
Su Lin Blodgett, Gilsinia Lopez, Alexandra Olteanu, Robert Sim, Hanna Wallach
ACL-IJCNLP 2021 | August 2021
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization
Chen Liang, Simiao Zuo, Minshuo Chen, Haoming Jiang, Xiaodong Liu, Pengcheng He, Tuo Zhao, Wei Chen
ACL-IJCNLP 2021 | May 2021
Syntax-Enhanced Pre-trained Model
Zenan Xu, Daya Guo, Duyu Tang, Qinliang Su, Linjun Shou, Ming Gong (YIMING), Wanjun Zhong, Xiaojun Quan, Nan Duan, Daxin Jiang (姜大昕)
ACL-IJCNLP 2021 | December 2020
Template-Based Named Entity Recognition Using BART
Leyang Cui, Yu Wu, Jian Liu, Sen Yang, Yue Zhang
ACL-IJCNLP 2021 | June 2021
Use of Formal Ethical Reviews in NLP Literature: Historical Trends and Current Practices
Sebastin Santy, Anku Rani, Monojit Choudhury
ACL-IJCNLP 2021 | June 2021
Value-Agnostic Conversational Semantic Parsing
Emmanouil Antonios Platanios, Adam Pauls, Subhro Roy, Yuchen Zhang, Alexander Kyte, Alan Guo, Sam Thomson, Jayant Krishnamurthy, Jason Wolfe, Jacob Andreas, Dan Klein
ACL-IJCNLP 2021 | August 2021
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AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER
Weile Chen, Huiqiang Jiang, Qianhui Wu, Börje F. Karlsson, Yi Guan
59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) | August 2021
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Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding
Xin Sun, Tao Ge, Furu Wei, Houfeng Wang
ACL-IJCNLP 2021 | June 2021
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SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues
Liang Qiu, Yuan Liang, Yizhou Zhao, Pan Lu, Baolin Peng, Zhou Yu, Ying Nian Wu, Song-Chun Zhu
ACL-IJCNLP 2021 | June 2021
Publications by Type
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A Dataset and Baselines for Multilingual Reply Suggestion
Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
ACL-IJCNLP 2021 | July 2021
A Survey of Race, Racism, and Anti-Racism in NLP
Anjalie Field, Su Lin Blodgett, Zeerak Waseem, Yulia Tsvetkov
ACL-IJCNLP 2021 | July 2021
Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains
Yunzhi Yao, Shaohan Huang, Wenhui Wang, Li Dong, Furu Wei
ACL-IJCNLP 2021 | July 2021
ADEPT: An Adjective-Dependent Plausibility Task
Ali Emami, Ian Porada, Alexandra Olteanu, Kaheer Suleman, Adam Trischler, Jackie Chi Kit Cheung
ACL-IJCNLP 2021 | August 2021
AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER
Weile Chen, Huiqiang Jiang, Qianhui Wu, Börje F. Karlsson, Yi Guan
59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) | August 2021
An Empirical Study on Hyperparameter Optimization for Fine-Tuning Pre-trained Language Models
Xueqing Liu, Chi Wang
ACL-IJCNLP 2021 | August 2021
An Improved Model for Voicing Silent Speech
David Gaddy, Dan Klein
ACL-IJCNLP 2021 | July 2021
Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level
Ruiqi Zhong, Dhruba Ghosh, Dan Klein, Jacob Steinhardt
ACL-IJCNLP 2021 | May 2021
Automatic Document Sketching: Generating Drafts from Analogous Texts
Zeqiu Wu, Michel Galley, Chris Brockett, Yizhe Zhang, Bill Dolan
ACL-IJCNLP 2021 | May 2021
Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents
Rui Meng, Khushboo Thaker, Lei Zhang, Yue Dong, Xingdi Yuan, Tong Wang, Daqing He
ACL-IJCNLP 2021 | May 2021
CHASE: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL
Jiaqi GUO, Ziliang Si, Yu WANG, Qian LIU, Ming FAN, Jian-Guang Lou, Zijiang YANG, Ting LIU
ACL-IJCNLP 2021 | July 2021
Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding
Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Siqi Sun, Yuwei Fang, Yu Cheng, Jingjing Liu
ACL-IJCNLP 2021 | August 2021
Consistency Regularization for Cross-Lingual Fine-Tuning
Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
ACL-IJCNLP 2021 | June 2021
Constructing Flow Graphs from Procedural Cybersecurity Texts
Kuntal Kumar Pal, Kazuaki Kashihara, Pratyay Banerjee, Swaroop Mishra, Ruoyu Wang, Chitta Baral
ACL-IJCNLP 2021 | May 2021
ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining
Alexander R. Fabbri, Faiaz Rahman, Imad Rizvi, Borui Wang, Haoran Li, Yashar Mehdad, Dragomir Radev
ACL-IJCNLP 2021 | May 2021
CoSQA: 20,000+ Web Queries for Code Search and Question Answering
Junjie Huang, Duyu Tang, Linjun Shou (寿林钧), Ming Gong (YIMING), Ke Xu, Daxin Jiang (姜大昕), Ming Zhou, Nan Duan
ACL-IJCNLP 2021 | May 2021
DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling
Lanqing Xue, Kaitao Song, Duocai Wu, Xu Tan, Nevin L. Zhang, Tao Qin, Wei-Qiang Zhang, Tie-Yan Liu
ACL-IJCNLP 2021 | July 2021
EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets
Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Atlas Wang, Jingjing Liu
ACL-IJCNLP 2021 | August 2021
End-to-End NLP Knowledge Graph Construction
Ishani Mondal, Yufang Hou, Charles Jochim
ACL-IJCNLP 2021 | June 2021
FastSeq: Make Sequence Generation Faster
Yu Yan, Fei Hu, Jiusheng Chen, Nikhil Bhendawade, Ting Ye, Yeyun Gong, Nan Duan, Desheng Cui, Bingyu Chi, Ruofei Zhang
2021 Meeting of the Association for Computational Linguistics | August 2021
Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision
Si Sun, Yingzhuo Qian, Zhenghao Liu, Chenyan Xiong, Kaitao Zhang, Jie Bao, Zhiyuan Liu, Paul Bennett
ACL-IJCNLP 2021 | December 2020
Fusing Context Into Knowledge Graph for Commonsense Question Answering
Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang
ACL-IJCNLP 2021 | December 2020
GEM: A General Evaluation Benchmark for Multimodal Tasks
Lin Su, Nan Duan, Edward Cui, Lei Ji, Chenfei Wu, Huaishao Luo, Yongfei Liu, Ming Zhong, Taroon Bharti, Arun Sacheti
ACL-IJCNLP 2021 | July 2021
Generation-Augmented Retrieval for Open-domain Question Answering
Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Wei Chen
ACL-IJCNLP 2021 | September 2020
GLGE: A New General Language Generation Evaluation Benchmark
Dayiheng Liu, Yu Yan, Yeyun Gong, Weizhen Qi, Hang Zhang, Jian Jiao, Wei Chen, Jie Fu, Linjun Shou, Ming Gong (YIMING), Pengcheng Wang, Jiusheng Chen, Daxin Jiang (姜大昕), Jiancheng Lv, Ruofei Zhang, Winnie Wu, Ming Zhou, Nan Duan
ACL-IJCNLP 2021 | November 2020
Go-Figure: A Meta Evaluation of Factuality in Summarization
Saadia Gabriel, Asli Celikyilmaz, Rahul Jha, Yejin Choi, Jianfeng Gao
ACL-IJCNLP 2021 | August 2021
Grammar-Based Patches Generation for Automated Program Repair
Yu Tang, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Muyun Yang
ACL-IJCNLP 2021 | July 2021
Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling
Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang
ACL-IJCNLP 2021 | June 2021
HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation
Tao Qi, Fangzhao Wu, Chuhan Wu, Peiru Yang, Yang Yu, Xing Xie, Yongfeng Huang
ACL-IJCNLP 2021 | June 2021
How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation?
Weijia Xu, Shuming Ma, Dongdong Zhang, Marine Carpuat
ACL-IJCNLP 2021 | May 2021
Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment
Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei
ACL-IJCNLP 2021 | June 2021
Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding
Xin Sun, Tao Ge, Furu Wei, Houfeng Wang
ACL-IJCNLP 2021 | June 2021
Issues with Entailment-based Zero-shot Text Classification
Tingting Ma, Jin-Ge Yao, Chin-Yew Lin, Tiejun Zhao
ACL-IJCNLP 2021 | August 2021
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters
Ruize Wang, Duyu Tang, Nan Duan, zhongyu wei, Xuanjing Huang, Jianshu Ji, Guihong Cao, Daxin Jiang (姜大昕), Ming Zhou
ACL-IJCNLP 2021 | July 2021
KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers
Chia-Hsuan Lee, Alex Polozov, Matthew Richardson
ACL-IJCNLP 2021 | August 2021
Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text
Philippe Laban, Tobias Schnabel, Paul Bennett, Marti A. Hearst
ACL-IJCNLP 2021 | July 2021
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding
Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou
ACL-IJCNLP 2021 | January 2021
Learning Algebraic Recombination for Compositional Generalization
Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang
ACL-IJCNLP 2021 (findings) | July 2021
Learning to Sample Replacements for ELECTRA Pre-Training
Yaru Hao, Li Dong, Hangbo Bao, Ke Xu, Furu Wei
ACL-IJCNLP 2021 | June 2021
Memory-Efficient Differentiable Transformer Architecture Search
Yuekai Zhao, Li Dong, Yelong Shen, Zhihua Zhang, Furu Wei, Wei Chen
ACL-IJCNLP 2021 | May 2021
MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing Pretrained Transformers
Wenhui Wang, Hangbo Bao, Shaohan Huang, Li Dong, Furu Wei
ACL-IJCNLP 2021 | December 2020
MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training
Mingliang Zeng, Xu Tan, Rui Wang, Zeqian Ju, Tao Qin, Tie-Yan Liu
ACL-IJCNLP 2021 | June 2021
On Commonsense Cues in BERT for Solving Commonsense Tasks
Leyang Cui, Sijie Cheng, Yu Wu, Yue Zhang
ACL-IJCNLP 2021 | June 2021
One Teacher is Enough? Pre-trained Language Model Distillation from Multiple Teachers
Chuhan Wu, Fangzhao Wu, Yongfeng Huang
ACL-IJCNLP 2021 | June 2021
PENS: A Dataset and Generic Framework for Personalized News Headline Generation
Xiang Ao, Xiting Wang, Ling Luo, Ying Qiao, Qing He, Xing Xie
The Annual Meeting of the Association for Computational Linguistics (ACL) | August 2021
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models
Tongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer, Daniel S. Weld
ACL-IJCNLP 2021 | December 2020
PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity
Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang
ACL-IJCNLP 2021 | June 2021
ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation
Weizhen Qi, Yeyun Gong, Yu Yan, Can Xu, Bolun Yao, Bartuer Zhou, Biao Cheng, Daxin Jiang (姜大昕), Jiusheng Chen, Ruofei Zhang, Houqiang Li, Nan Duan
2021 Meeting of the Association for Computational Linguistics | August 2021
RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems
Baolin Peng, Chunyuan Li, Zhu Zhang, Chenguang Zhu, Jinchao Li, Jianfeng Gao
ACL-IJCNLP 2021 | August 2021
Reader-Guided Passage Reranking for Open-Domain Question Answering
Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Wei Chen
ACL-IJCNLP 2021 | December 2020
ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering
Shuang Chen, Qian Liu, Zhiwei Yu, Chin-Yew Lin, Jian-Guang Lou, Feng Jiang
ACL-IJCNLP 2021 (Demo Track) | August 2021
Retrieval Enhanced Model for Commonsense Generation
Han Wang, Yang Liu, Chenguang Zhu, Linjun Shou (寿林钧), Ming Gong (YIMING), Yichong Xu, Michael Zeng
ACL-IJCNLP 2021 | August 2021
Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network
Justin Lovelace, Denis Newman-Griffis, Shikhar Vashishth, Jill Fain Lehman, Carolyn Penstein Rosé
ACL-IJCNLP 2021 | June 2021
SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues
Liang Qiu, Yuan Liang, Yizhou Zhao, Pan Lu, Baolin Peng, Zhou Yu, Ying Nian Wu, Song-Chun Zhu
ACL-IJCNLP 2021 | June 2021
Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets
Su Lin Blodgett, Gilsinia Lopez, Alexandra Olteanu, Robert Sim, Hanna Wallach
ACL-IJCNLP 2021 | August 2021
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization
Chen Liang, Simiao Zuo, Minshuo Chen, Haoming Jiang, Xiaodong Liu, Pengcheng He, Tuo Zhao, Wei Chen
ACL-IJCNLP 2021 | May 2021
Syntax-Enhanced Pre-trained Model
Zenan Xu, Daya Guo, Duyu Tang, Qinliang Su, Linjun Shou, Ming Gong (YIMING), Wanjun Zhong, Xiaojun Quan, Nan Duan, Daxin Jiang (姜大昕)
ACL-IJCNLP 2021 | December 2020
Template-Based Named Entity Recognition Using BART
Leyang Cui, Yu Wu, Jian Liu, Sen Yang, Yue Zhang
ACL-IJCNLP 2021 | June 2021
UnitedQA: A Hybrid Approach for Open Domain Question Answering
Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Wei Chen, Jianfeng Gao
ACL-IJCNLP 2021 | December 2020
Use of Formal Ethical Reviews in NLP Literature: Historical Trends and Current Practices
Sebastin Santy, Anku Rani, Monojit Choudhury
ACL-IJCNLP 2021 | June 2021
Value-Agnostic Conversational Semantic Parsing
Emmanouil Antonios Platanios, Adam Pauls, Subhro Roy, Yuchen Zhang, Alexander Kyte, Alan Guo, Sam Thomson, Jayant Krishnamurthy, Jason Wolfe, Jacob Andreas, Dan Klein
ACL-IJCNLP 2021 | August 2021
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Multilingual Agreement for Multilingual Neural Machine Translation
Jian Yang, Yuwei Yin, Shuming Ma, Haoyang Huang, Dongdong Zhang, Zhoujun Li, Furu Wei
July 2021